Ting Chen

According to our database, Ting Chen authored at least 8 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Data augmentation in time series forecasting through inverted framework.

Hongming Tan, Ting Chen, Ruochong Jin, Wai Kin Victor Chan

Pattern Recognit. Lett., 2026

DyTimeNet: Dynamic cross-variable dependency network with sparse strategy for multivariate time series forecasting.

Ting Chen, Jinzhou Lai, Yining Sun, Wai Kin Victor Chan

Neurocomputing, 2026

TPVNet: A domain-aware graph-based framework for reliable multivariate physiological time series classification in healthcare.

Xinyue Ren, Yuxuan Xiu, Ting Chen, Zhaosheng Yao, Wai Kin (Victor) Chan

Comput. Methods Programs Biomed., 2026

2025

Toward Transformer-compatible multivariate time series learning via visibility graph-based structural encoding.

Ting Chen, Xinyue Ren, Jinzhou Lai, Hongming Tan, Fangming Liu, Wai Kin Victor Chan

Knowl. Based Syst., 2025

TEDRec: Transformer-based scientific collaborator recommendation via textual-edge dynamic network modeling.

Keqin Guan, Weiye Huang, Ting Chen, Wai Kin (Victor) Chan

Inf. Process. Manag., 2025

STVGN: Spatiotemporal Visibility Graph for Short-Term Traffic Speed Prediction.

Yuzhu Zhang, Xinyue Ren, Ting Chen, Wai Kin Victor Chan

Proceedings of the International Joint Conference on Neural Networks, 2025

2022

Spatio-temporal trajectory anomaly detection based on common sub-sequence.

Ling He, Xinzheng Niu, Ting Chen, Kejin Mei, Mao Li

Appl. Intell., 2022

2020

Label-Based Trajectory Clustering in Complex Road Networks.

Xinzheng Niu, Ting Chen, Chase Q. Wu, Jiajun Niu, Yuran Li

IEEE Trans. Intell. Transp. Syst., 2020